Walmart Scraper

Extract product details and search results from Walmart.com. Supports direct product URLs, search queries, and paginated search results — with automatic anti-bot bypass via stealth HTTP and browser fallback.

Features

• Scrape product pages — full details, pricing, images, availability, and reviews
• Scrape search results — all items across paginated results up to 25 pages (1,000 items)
• Accepts product URLs, search URLs, or plain search queries
• Stealth fetching with residential US proxy — bypasses Walmart's bot detection
• Automatic fallback to headless browser if initial request is blocked

Input

Field	Type	Required	Description
searchTerms	string[]	✅	Product URLs (/ip/...), search URLs (search?q=...), or plain queries
maxItems	integer	❌	Max search results to collect (default: 100, min: 40)
includeReviews	boolean	❌	Include review data for product pages (default: false)

Input Example

{
  "searchTerms": [
    "laptop",
    "https://www.walmart.com/search?q=gaming+chair",
    "https://www.walmart.com/ip/Sony-PlayStation-5/4S6KN6TWU0A0"
  ],
  "maxItems": 100,
  "includeReviews": true
}

Output

Every dataset row has a _type field indicating which shape the record is:

_type	When	Fields present
"product"	Product URL scraped	product, reviews
"search"	Search query/URL scraped	query, item

Product Output (_type: "product")

{
  "_type": "product",
  "product": {
    "availabilityStatus": "IN_STOCK",
    "averageRating": 4.8,
    "brand": "PlayStation",
    "id": "4S6KN6TWU0A0",
    "name": "Sony PlayStation 5 Video Game Console",
    "shortDescription": "Sony offers the PlayStation 5...",
    "type": "Video Game Consoles",
    "manufacturerName": null,
    "orderLimit": 5,
    "orderMinLimit": 1,
    "priceInfo": {
      "currentPrice": {
        "price": 649.95,
        "priceString": "$649.95",
        "currencyUnit": "USD"
      },
      "isPriceReduced": false
    },
    "imageInfo": {
      "thumbnailUrl": "https://i5.walmartimages.com/seo/...",
      "allImages": [
        { "id": "028D1C...", "url": "https://i5.walmartimages.com/...", "zoomable": true }
      ]
    }
  },
  "reviews": {
    "averageOverallRating": 4.8,
    "totalReviewCount": 4507,
    "reviewSummary": {
      "summary": "Customers praise the console's stunning appearance...",
      "summaryTitle": "Console offers impressive gaming experience"
    },
    "customerReviews": [
      {
        "reviewId": "396282776",
        "rating": 5,
        "reviewSubmissionTime": "8/24/2025",
        "reviewText": "cam in a timely manner my son love it...",
        "userNickname": "Teresa",
        "badges": [{ "id": "VerifiedPurchaser", "glassBadge": { "text": "Verified Purchase" } }]
      }
    ],
    "ratingValueFiveCount": 4096,
    "ratingValueOneCount": 204,
    "percentageFiveCount": 91
  }
}

Search Output (_type: "search")

{
  "_type": "search",
  "query": "laptop",
  "item": {
    "id": "4SAK0JUE6DVK",
    "name": "HP 15.6 inch HD Windows Laptop AI Intel Core Ultra 5 225U 8GB 512GB SSD Natural Silver",
    "brand": null,
    "catalogProductType": "Laptop Computers",
    "averageRating": 3.8,
    "numberOfReviews": 18,
    "isOutOfStock": false,
    "canonicalUrl": "/ip/HP-15-U5-8-512-Touch/19436203209",
    "image": "https://i5.walmartimages.com/seo/HP-15-U5-8-512-Touch_...",
    "priceInfo": {
      "itemPrice": "$599.00",
      "linePrice": "$429.00",
      "linePriceDisplay": "Now $429.00",
      "savings": "SAVE $170.00"
    },
    "availabilityStatusV2": {
      "display": "In stock",
      "value": "IN_STOCK"
    },
    "sellerName": "Walmart.com",
    "departmentName": "Electronics"
  }
}

Use Cases

• Price monitoring — track price changes across products or categories
• Market research — collect product data at scale for competitive analysis
• Inventory tracking — monitor availability status across SKUs
• Review analysis — aggregate customer sentiment from review data
• Product database — build structured catalogs from Walmart listings

Notes

• Walmart limits search results to 25 pages (~1,000 items per query)
• Reviews are only returned for product page scrapes, not search results
• The scraper uses Apify residential US proxies to avoid blocks

Contact

Questions, issues, or custom scraping needs: thenetaji@proton.me

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